Overview

Dataset info

Number of variables64
Number of observations608779
Missing cells21805979 (56.0%)
Duplicate rows0 (0.0%)
Total size in memory297.3 MiB
Average record size in memory512.0 B

Variables types

Numeric12
Categorical16
Boolean32
Date0
URL0
Text (Unique)0
Rejected4
Unsupported0

Warnings

activitynumber has 10508 (1.7%) zeros Zeros
activitynumber has 227586 (37.4%) missing values Missing
activitywotype has 370675 (60.9%) missing values Missing
apptnumber has a high cardinality: 367483 distinct values Warning
date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
date has a high cardinality: 671 distinct values Warning
empresa_con_normalizada has a high cardinality: 124 distinct values Warning
empresa_solicitante_normalizada has a high cardinality: 65 distinct values Warning
fin_obra only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
fin_obra has a high cardinality: 864 distinct values Warning
gp_nuevo has 593621 (97.5%) missing values Missing
inicio_obra only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
inicio_obra has a high cardinality: 852 distinct values Warning
latitude_3 is highly correlated with latitude (ρ = 0.9999542418) Rejected
longitude_3 is highly correlated with longitude (ρ = 0.9999787756) Rejected
mobileactasecuestro is highly correlated with activitynumber (ρ = 0.9984427709) Rejected
mobilec01 has 607937 (99.9%) missing values Missing
mobilec02 has 607840 (99.8%) missing values Missing
mobilec06 has 594976 (97.7%) missing values Missing
mobilec07 has 564977 (92.8%) missing values Missing
mobilec08 has 584818 (96.1%) missing values Missing
mobilec09 has 608739 (> 99.9%) missing values Missing
mobilec10 has 594346 (97.6%) missing values Missing
mobilec11 has 591049 (97.1%) missing values Missing
mobilec12 has 559377 (91.9%) missing values Missing
mobilec13 has 555938 (91.3%) missing values Missing
mobilec14 has 558749 (91.8%) missing values Missing
mobilec15 has 603092 (99.1%) missing values Missing
mobilec16 has 604463 (99.3%) missing values Missing
mobilec17 has 574375 (94.3%) missing values Missing
mobilec18 has 606762 (99.7%) missing values Missing
mobilec20 has 593491 (97.5%) missing values Missing
mobilec21 has 584058 (95.9%) missing values Missing
mobilec22 has 608686 (> 99.9%) missing values Missing
mobilec23 has 599885 (98.5%) missing values Missing
mobilec24 has 601745 (98.8%) missing values Missing
mobilec25 has 574160 (94.3%) missing values Missing
mobilec26 has 585266 (96.1%) missing values Missing
mobilec27 has 608593 (> 99.9%) missing values Missing
mobilec28 has 608662 (> 99.9%) missing values Missing
mobilec29 has 607770 (99.8%) missing values Missing
mobilec30 has 604802 (99.3%) missing values Missing
mobilec31 has 604039 (99.2%) missing values Missing
mobilec32 has 607566 (99.8%) missing values Missing
mobilec33 has 606922 (99.7%) missing values Missing
mobilec34 has 606108 (99.6%) missing values Missing
mobiledesnivel has 608771 (> 99.9%) missing values Missing
mobileseveridad has 590309 (97.0%) missing values Missing
no_realizado has a high cardinality: 104 distinct values Warning
no_realizado has 541465 (88.9%) missing values Missing
obra_ancho is highly skewed (γ1 = 45.277181) Skewed
obra_profundidad is highly skewed (γ1 = 49.29019135) Skewed
obra_superficie_m2 is highly skewed (γ1 = 109.3212681) Skewed
obra_volumen_m3 is highly skewed (γ1 = 141.2477943) Skewed
resource_name has a high cardinality: 378 distinct values Warning
severidad has 424335 (69.7%) missing values Missing
tipo_obra has constant value "ACERA" Rejected
traveltime has 113739 (18.7%) zeros Zeros
traveltime has 21240 (3.5%) missing values Missing

Variables

activitynumber
Numeric

Distinct count104
Unique (%)< 0.1%
Missing (%)37.4%
Missing (n)227586
Infinite (%)0.0%
Infinite (n)0
Mean19.1486596
Minimum0
Maximum102
Zeros (%)1.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q18
Median18
Q328
95-th percentile42
Maximum102
Range102
Interquartile range20

Descriptive statistics

Standard deviation13.0301672
Coef of variation0.680474115
Kurtosis0.4149605376
Mean19.1486596
MAD10.66142487
Skewness0.6780640785
Sum7299335
Variance169.7852572
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2 10683 1.8%
 
5 10639 1.7%
 
3 10619 1.7%
 
1 10619 1.7%
 
6 10611 1.7%
 
4 10594 1.7%
 
7 10565 1.7%
 
10 10542 1.7%
 
9 10520 1.7%
 
0 10508 1.7%
 
Other values (93) 275293 45.2%
 
(Missing) 227586 37.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 10508 1.7%
 
1 10619 1.7%
 
2 10683 1.8%
 
3 10619 1.7%
 
4 10594 1.7%
 

Maximum 5 values

ValueCountFrequency (%) 
102 2 < 0.1%
 
101 2 < 0.1%
 
100 2 < 0.1%
 
99 3 < 0.1%
 
98 4 < 0.1%
 

activitywotype
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)60.9%
Missing (n)370675
4
238104
(Missing)
370675
ValueCountFrequency (%) 
4 238104 39.1%
 
(Missing) 370675 60.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

apptnumber
Categorical

Distinct count367483
Unique (%)60.4%
Missing (%)0.0%
Missing (n)0
140009776520
 
4
150022750010
 
4
140009952530
 
4
Other values (367480)
608767
ValueCountFrequency (%) 
140009776520 4 < 0.1%
 
150022750010 4 < 0.1%
 
140009952530 4 < 0.1%
 
140008814650 4 < 0.1%
 
140010392270 4 < 0.1%
 
150022861570 4 < 0.1%
 
150019853760 4 < 0.1%
 
150019747313 4 < 0.1%
 
150020838814 4 < 0.1%
 
140008537670 4 < 0.1%
 
Other values (367473) 608739 > 99.9%
 
Max length19
Mean length12.01619471
Min length10
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

BARRIO
Categorical

Distinct count48
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
PALERMO
 
40478
FLORES
 
33063
RECOLETA
 
26637
Other values (45)
508601
ValueCountFrequency (%) 
PALERMO 40478 6.6%
 
FLORES 33063 5.4%
 
RECOLETA 26637 4.4%
 
CABALLITO 23768 3.9%
 
VILLA URQUIZA 23413 3.8%
 
VILLA DEVOTO 23264 3.8%
 
BELGRANO 21497 3.5%
 
LINIERS 20526 3.4%
 
VILLA DEL PARQUE 20046 3.3%
 
BALVANERA 19151 3.1%
 
Other values (38) 356936 58.6%
 
Max length17
Mean length10.24026124
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

clase_aviso
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)4
EM
368027
AP
195545
CG
 
45203
(Missing)
 
4
ValueCountFrequency (%) 
EM 368027 60.5%
 
AP 195545 32.1%
 
CG 45203 7.4%
 
(Missing) 4 < 0.1%
 
Max length3
Mean length2.000006571
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

COMUNA
Numeric

Distinct count15
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.392907771
Minimum1
Maximum15
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
Median9
Q312
95-th percentile15
Maximum15
Range14
Interquartile range8

Descriptive statistics

Standard deviation4.369838032
Coef of variation0.520658412
Kurtosis-1.164362134
Mean8.392907771
MAD3.797728827
Skewness-0.2317272631
Sum5109426
Variance19.09548443
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 3.5 4.5 5.5 ... 11.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11 65626 10.8%
 
1 55061 9.0%
 
4 51146 8.4%
 
10 48579 8.0%
 
12 48567 8.0%
 
7 46879 7.7%
 
9 45016 7.4%
 
15 43268 7.1%
 
13 41560 6.8%
 
14 40478 6.6%
 
Other values (5) 122599 20.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 55061 9.0%
 
2 26637 4.4%
 
3 26804 4.4%
 
4 51146 8.4%
 
5 23134 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
15 43268 7.1%
 
14 40478 6.6%
 
13 41560 6.8%
 
12 48567 8.0%
 
11 65626 10.8%
 

date
Categorical

Distinct count671
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
2018-01-09 00:00:00+00:00
 
3292
2018-01-11 00:00:00+00:00
 
2972
2018-01-04 00:00:00+00:00
 
2876
Other values (668)
599639
ValueCountFrequency (%) 
2018-01-09 00:00:00+00:00 3292 0.5%
 
2018-01-11 00:00:00+00:00 2972 0.5%
 
2018-01-04 00:00:00+00:00 2876 0.5%
 
2018-01-10 00:00:00+00:00 2792 0.5%
 
2018-01-29 00:00:00+00:00 2766 0.5%
 
2018-01-30 00:00:00+00:00 2729 0.4%
 
2018-01-08 00:00:00+00:00 2686 0.4%
 
2018-01-15 00:00:00+00:00 2618 0.4%
 
2018-01-12 00:00:00+00:00 2599 0.4%
 
2018-01-16 00:00:00+00:00 2549 0.4%
 
Other values (661) 580900 95.4%
 
Max length25
Mean length25
Min length25
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

df_index
Numeric

Distinct count608779
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean327238.084
Minimum0
Maximum651977
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile33478.9
Q1162950.5
Median325997
Q3493698.5
95-th percentile620569.1
Maximum651977
Range651977
Interquartile range330748

Descriptive statistics

Standard deviation189102.926
Coef of variation0.5778756667
Kurtosis-1.215317838
Mean327238.084
MAD163924.3052
Skewness0.0001267652397
Sum1.992156736e+11
Variance3.575991662e+10
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 1087.5 1188.5 1206.5 1254.5 ... 642575.5 642637.5 651366.5 651442.5 651977. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 1 < 0.1%
 
2731 1 < 0.1%
 
4776 1 < 0.1%
 
25254 1 < 0.1%
 
29348 1 < 0.1%
 
17058 1 < 0.1%
 
23201 1 < 0.1%
 
21152 1 < 0.1%
 
109215 1 < 0.1%
 
107166 1 < 0.1%
 
Other values (608769) 608769 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
1 1 < 0.1%
 
2 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
651977 1 < 0.1%
 
651976 1 < 0.1%
 
651975 1 < 0.1%
 
651974 1 < 0.1%
 
651973 1 < 0.1%
 

duracion
Numeric

Distinct count216
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean25.69800371
Minimum1
Maximum646
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile8
Q115
Median15
Q330
95-th percentile90
Maximum646
Range645
Interquartile range15

Descriptive statistics

Standard deviation25.44912518
Coef of variation0.9903152584
Kurtosis17.29284253
Mean25.69800371
MAD15.93308501
Skewness3.382333109
Sum15644405
Variance647.6579727
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 327.5 333. 360.5 364.5 646. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
15 308321 50.6%
 
30 65484 10.8%
 
7 16851 2.8%
 
12 14182 2.3%
 
32 13811 2.3%
 
10 12579 2.1%
 
18 11609 1.9%
 
90 11456 1.9%
 
8 10753 1.8%
 
31 9796 1.6%
 
Other values (206) 133937 22.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 350 0.1%
 
2 3285 0.5%
 
3 406 0.1%
 
4 2089 0.3%
 
5 3997 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
646 2 < 0.1%
 
453 6 < 0.1%
 
397 6 < 0.1%
 
365 2 < 0.1%
 
364 1 < 0.1%
 

empresa_con_normalizada
Categorical

Distinct count124
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
COSUGAS SRL
87077
EMA SERVICIOS S.A.
79481
AUTOTROL S.A.CONSTRUMAN S.A. UTE
 
54015
Other values (121)
388206
ValueCountFrequency (%) 
COSUGAS SRL 87077 14.3%
 
EMA SERVICIOS S.A. 79481 13.1%
 
AUTOTROL S.A.CONSTRUMAN S.A. UTE 54015 8.9%
 
AGUA Y SANEAMIENTOS ARGENTINOS SOCI 45281 7.4%
 
ARGENCOBRA S.A. 38220 6.3%
 
ZUBDESA SA 26490 4.4%
 
MANTELECTRIC I.C.I.S.A. 23741 3.9%
 
INARTECO S.A. 23572 3.9%
 
C Y E CONSTRUCCIONES SA 20740 3.4%
 
POSE S.A 13287 2.2%
 
Other values (114) 196875 32.3%
 
Max length35
Mean length18.37450372
Min length5
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

empresa_solicitante_normalizada
Categorical

Distinct count65
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)102
AYSA S.A.
232853
METROGAS S.A.
99968
EDESUR S.A.
79040
Other values (61)
196816
ValueCountFrequency (%) 
AYSA S.A. 232853 38.2%
 
METROGAS S.A. 99968 16.4%
 
EDESUR S.A. 79040 13.0%
 
AUTOTROL S.A.CONSTRUMAN S.A. UTE 54015 8.9%
 
EDENOR S.A. 38465 6.3%
 
DIRECCIÓN GENERAL DE ALUMBRADO 14731 2.4%
 
MANTELECTRIC I.C.I.S.A. 14187 2.3%
 
NSS S.A. 12650 2.1%
 
TELEFONICA ARGENTINA S.A. 10525 1.7%
 
ALUMINI ENGENHARIA S.A. 7738 1.3%
 
Other values (54) 44505 7.3%
 
Max length53
Mean length14.55543802
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

fin_obra
Categorical

Distinct count864
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
2019-02-11 00:00:00+00:00
 
3873
2017-12-05 00:00:00+00:00
 
3520
2017-11-29 00:00:00+00:00
 
2881
Other values (861)
598505
ValueCountFrequency (%) 
2019-02-11 00:00:00+00:00 3873 0.6%
 
2017-12-05 00:00:00+00:00 3520 0.6%
 
2017-11-29 00:00:00+00:00 2881 0.5%
 
2018-05-21 00:00:00+00:00 2682 0.4%
 
2017-10-31 00:00:00+00:00 2679 0.4%
 
2017-10-18 00:00:00+00:00 2595 0.4%
 
2017-10-25 00:00:00+00:00 2525 0.4%
 
2018-10-08 00:00:00+00:00 2378 0.4%
 
2017-08-31 00:00:00+00:00 2339 0.4%
 
2018-07-16 00:00:00+00:00 2254 0.4%
 
Other values (854) 581053 95.4%
 
Max length25
Mean length25
Min length25
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

gp_nuevo
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)97.5%
Missing (n)593621
VE8
 
15158
(Missing)
593621
ValueCountFrequency (%) 
VE8 15158 2.5%
 
(Missing) 593621 97.5%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

grupo_planificador
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
CC
222105
CO
196389
CM
122367
ValueCountFrequency (%) 
CC 222105 36.5%
 
CO 196389 32.3%
 
CM 122367 20.1%
 
CD 67918 11.2%
 
Max length2
Mean length2
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

inicio_obra
Categorical

Distinct count852
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
2017-11-06 00:00:00+00:00
 
3287
2017-09-18 00:00:00+00:00
 
3245
2018-05-21 00:00:00+00:00
 
3163
Other values (849)
599084
ValueCountFrequency (%) 
2017-11-06 00:00:00+00:00 3287 0.5%
 
2017-09-18 00:00:00+00:00 3245 0.5%
 
2018-05-21 00:00:00+00:00 3163 0.5%
 
2019-01-28 00:00:00+00:00 3093 0.5%
 
2019-01-21 00:00:00+00:00 2945 0.5%
 
2018-12-03 00:00:00+00:00 2921 0.5%
 
2018-02-14 00:00:00+00:00 2792 0.5%
 
2019-02-04 00:00:00+00:00 2762 0.5%
 
2018-03-26 00:00:00+00:00 2616 0.4%
 
2017-08-07 00:00:00+00:00 2580 0.4%
 
Other values (842) 579375 95.2%
 
Max length25
Mean length25
Min length25
Contains charsFalse
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

latitude
Numeric

Distinct count13826
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-34.61079272
Minimum-34.70217
Maximum-34.53555
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-34.70217
5-th percentile-34.65698
Q1-34.63244
Median-34.61134
Q3-34.58966
95-th percentile-34.55793
Maximum-34.53555
Range0.16662
Interquartile range0.04278

Descriptive statistics

Standard deviation0.03018947203
Coef of variation-0.0008722560118
Kurtosis-0.3097172899
Mean-34.61079272
MAD0.02443674541
Skewness0.01634512284
Sum-21070323.78
Variance0.0009114042212
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-34.70217 -34.697135 -34.696635 -34.696285 -34.696205 ... -34.53698 -34.536335 -34.53629 -34.536195 -34.53555 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-34.60461 395 0.1%
 
-34.60747 360 0.1%
 
-34.61368 323 0.1%
 
-34.60528 310 0.1%
 
-34.60353 309 0.1%
 
-34.61769 308 0.1%
 
-34.5842 308 0.1%
 
-34.60345 299 < 0.1%
 
-34.62947 292 < 0.1%
 
-34.59639 291 < 0.1%
 
Other values (13816) 605584 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-34.70217 1 < 0.1%
 
-34.69752 5 < 0.1%
 
-34.69732 4 < 0.1%
 
-34.69695 18 < 0.1%
 
-34.69691 12 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
-34.53555 2 < 0.1%
 
-34.53595 22 < 0.1%
 
-34.536 1 < 0.1%
 
-34.53612 4 < 0.1%
 
-34.53613 1 < 0.1%
 

latitude_3
Highly correlated

This variable is highly correlated with latitude and should be ignored for analysis

Correlation0.9999542418

longitude
Numeric

Distinct count16712
Unique (%)2.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-58.44955777
Minimum-58.53043
Maximum-58.3457
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-58.53043
5-th percentile-58.5186
Q1-58.48517
Median-58.45424
Q3-58.41302
95-th percentile-58.37423
Maximum-58.3457
Range0.18473
Interquartile range0.07215

Descriptive statistics

Standard deviation0.04430942614
Coef of variation-0.00075807975
Kurtosis-1.021835062
Mean-58.44955777
MAD0.03779663184
Skewness0.1843965833
Sum-35582863.33
Variance0.001963325245
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-58.53043 -58.53038 -58.5301 -58.529765 -58.52975 ... -58.35416 -58.3541 -58.35362 -58.3535 -58.3457 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-58.3679 465 0.1%
 
-58.47189 265 < 0.1%
 
-58.38967 263 < 0.1%
 
-58.39776 252 < 0.1%
 
-58.45266 249 < 0.1%
 
-58.44014 247 < 0.1%
 
-58.49067 247 < 0.1%
 
-58.49564 243 < 0.1%
 
-58.43899 241 < 0.1%
 
-58.47693 238 < 0.1%
 
Other values (16702) 606069 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-58.53043 1 < 0.1%
 
-58.53041 10 < 0.1%
 
-58.53039 11 < 0.1%
 
-58.53037 2 < 0.1%
 
-58.53034 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
-58.3457 2 < 0.1%
 
-58.34865 4 < 0.1%
 
-58.35154 2 < 0.1%
 
-58.35339 2 < 0.1%
 
-58.35361 15 < 0.1%
 

longitude_3
Highly correlated

This variable is highly correlated with longitude and should be ignored for analysis

Correlation0.9999787756

mobileactasecuestro
Highly correlated

This variable is highly correlated with activitynumber and should be ignored for analysis

Correlation0.9984427709

mobilec01
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.9%
Missing (n)607937
1
 
842
(Missing)
607937
ValueCountFrequency (%) 
1 842 0.1%
 
(Missing) 607937 99.9%
 

mobilec02
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)607840
1
 
939
(Missing)
607840
ValueCountFrequency (%) 
1 939 0.2%
 
(Missing) 607840 99.8%
 

mobilec06
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)97.7%
Missing (n)594976
1
 
13803
(Missing)
594976
ValueCountFrequency (%) 
1 13803 2.3%
 
(Missing) 594976 97.7%
 

mobilec07
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)92.8%
Missing (n)564977
1
 
43802
(Missing)
564977
ValueCountFrequency (%) 
1 43802 7.2%
 
(Missing) 564977 92.8%
 

mobilec08
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)96.1%
Missing (n)584818
1
 
23961
(Missing)
584818
ValueCountFrequency (%) 
1 23961 3.9%
 
(Missing) 584818 96.1%
 

mobilec09
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)608739
1
 
40
(Missing)
608739
ValueCountFrequency (%) 
1 40 < 0.1%
 
(Missing) 608739 > 99.9%
 

mobilec10
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)97.6%
Missing (n)594346
1
 
14433
(Missing)
594346
ValueCountFrequency (%) 
1 14433 2.4%
 
(Missing) 594346 97.6%
 

mobilec11
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)97.1%
Missing (n)591049
1
 
17730
(Missing)
591049
ValueCountFrequency (%) 
1 17730 2.9%
 
(Missing) 591049 97.1%
 

mobilec12
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)91.9%
Missing (n)559377
1
 
49402
(Missing)
559377
ValueCountFrequency (%) 
1 49402 8.1%
 
(Missing) 559377 91.9%
 

mobilec13
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)91.3%
Missing (n)555938
1
 
52841
(Missing)
555938
ValueCountFrequency (%) 
1 52841 8.7%
 
(Missing) 555938 91.3%
 

mobilec14
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)91.8%
Missing (n)558749
1
 
50030
(Missing)
558749
ValueCountFrequency (%) 
1 50030 8.2%
 
(Missing) 558749 91.8%
 

mobilec15
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.1%
Missing (n)603092
1
 
5687
(Missing)
603092
ValueCountFrequency (%) 
1 5687 0.9%
 
(Missing) 603092 99.1%
 

mobilec16
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.3%
Missing (n)604463
1
 
4316
(Missing)
604463
ValueCountFrequency (%) 
1 4316 0.7%
 
(Missing) 604463 99.3%
 

mobilec17
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)94.3%
Missing (n)574375
1
 
34404
(Missing)
574375
ValueCountFrequency (%) 
1 34404 5.7%
 
(Missing) 574375 94.3%
 

mobilec18
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.7%
Missing (n)606762
1
 
2017
(Missing)
606762
ValueCountFrequency (%) 
1 2017 0.3%
 
(Missing) 606762 99.7%
 

mobilec20
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)97.5%
Missing (n)593491
1
 
15288
(Missing)
593491
ValueCountFrequency (%) 
1 15288 2.5%
 
(Missing) 593491 97.5%
 

mobilec21
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)95.9%
Missing (n)584058
1
 
24721
(Missing)
584058
ValueCountFrequency (%) 
1 24721 4.1%
 
(Missing) 584058 95.9%
 

mobilec22
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)608686
1
 
93
(Missing)
608686
ValueCountFrequency (%) 
1 93 < 0.1%
 
(Missing) 608686 > 99.9%
 

mobilec23
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)98.5%
Missing (n)599885
1
 
8894
(Missing)
599885
ValueCountFrequency (%) 
1 8894 1.5%
 
(Missing) 599885 98.5%
 

mobilec24
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)98.8%
Missing (n)601745
1
 
7034
(Missing)
601745
ValueCountFrequency (%) 
1 7034 1.2%
 
(Missing) 601745 98.8%
 

mobilec25
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)94.3%
Missing (n)574160
1
 
34619
(Missing)
574160
ValueCountFrequency (%) 
1 34619 5.7%
 
(Missing) 574160 94.3%
 

mobilec26
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)96.1%
Missing (n)585266
1
 
23513
(Missing)
585266
ValueCountFrequency (%) 
1 23513 3.9%
 
(Missing) 585266 96.1%
 

mobilec27
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)608593
1
 
186
(Missing)
608593
ValueCountFrequency (%) 
1 186 < 0.1%
 
(Missing) 608593 > 99.9%
 

mobilec28
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)608662
1
 
117
(Missing)
608662
ValueCountFrequency (%) 
1 117 < 0.1%
 
(Missing) 608662 > 99.9%
 

mobilec29
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)607770
1
 
1009
(Missing)
607770
ValueCountFrequency (%) 
1 1009 0.2%
 
(Missing) 607770 99.8%
 

mobilec30
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.3%
Missing (n)604802
1
 
3977
(Missing)
604802
ValueCountFrequency (%) 
1 3977 0.7%
 
(Missing) 604802 99.3%
 

mobilec31
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.2%
Missing (n)604039
1
 
4740
(Missing)
604039
ValueCountFrequency (%) 
1 4740 0.8%
 
(Missing) 604039 99.2%
 

mobilec32
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)607566
1
 
1213
(Missing)
607566
ValueCountFrequency (%) 
1 1213 0.2%
 
(Missing) 607566 99.8%
 

mobilec33
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.7%
Missing (n)606922
1
 
1857
(Missing)
606922
ValueCountFrequency (%) 
1 1857 0.3%
 
(Missing) 606922 99.7%
 

mobilec34
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)99.6%
Missing (n)606108
1
 
2671
(Missing)
606108
ValueCountFrequency (%) 
1 2671 0.4%
 
(Missing) 606108 99.6%
 

mobiledesnivel
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)608771
1
 
8
(Missing)
608771
ValueCountFrequency (%) 
1 8 < 0.1%
 
(Missing) 608771 > 99.9%
 

mobileseveridad
Categorical

Distinct count8
Unique (%)< 0.1%
Missing (%)97.0%
Missing (n)590309
CMR
 
7263
GPA
 
4971
CPE
 
3289
Other values (4)
 
2947
(Missing)
590309
ValueCountFrequency (%) 
CMR 7263 1.2%
 
GPA 4971 0.8%
 
CPE 3289 0.5%
 
ELA 1418 0.2%
 
EPB 845 0.1%
 
CAM 442 0.1%
 
CAB 242 < 0.1%
 
(Missing) 590309 97.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

no_realizado
Categorical

Distinct count104
Unique (%)< 0.1%
Missing (%)88.9%
Missing (n)541465
vacio
 
53855
ninguno
 
3770
Otra tarea asignada
 
2536
Other values (100)
 
7153
(Missing)
541465
ValueCountFrequency (%) 
vacio 53855 8.8%
 
ninguno 3770 0.6%
 
Otra tarea asignada 2536 0.4%
 
otros 1819 0.3%
 
condiciones_climaticas 1039 0.2%
 
zona_postergada 708 0.1%
 
Enfermedad 489 0.1%
 
Problemas con celular 373 0.1%
 
0 371 0.1%
 
1 355 0.1%
 
Other values (93) 1999 0.3%
 
(Missing) 541465 88.9%
 
Max length22
Mean length3.332059746
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

obra_ancho
Numeric

Distinct count291
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8302145442
Minimum0
Maximum289
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.4
Q10.6
Median0.6
Q31
95-th percentile1.2
Maximum289
Range289
Interquartile range0.4

Descriptive statistics

Standard deviation2.438616068
Coef of variation2.937332386
Kurtosis3088.468218
Mean0.8302145442
MAD0.3694774134
Skewness45.277181
Sum505417.18
Variance5.946848329
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 2.0000e-02 1.5000e-01 2.2500e-01 2.6500e-01 ... 5.5500e+01 7.3500e+01 9.2000e+01 1.2429e+02 2.8900e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6 196452 32.3%
 
1 135455 22.3%
 
0.4 129184 21.2%
 
0.8 77374 12.7%
 
1.2 15116 2.5%
 
0.5 9945 1.6%
 
0.65 7388 1.2%
 
2 6127 1.0%
 
1.6 3420 0.6%
 
0.52 3310 0.5%
 
Other values (281) 25008 4.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1356 0.2%
 
0.04 3 < 0.1%
 
0.06 3 < 0.1%
 
0.1 19 < 0.1%
 
0.2 3013 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
289 2 < 0.1%
 
252 1 < 0.1%
 
250 3 < 0.1%
 
220 3 < 0.1%
 
212 5 < 0.1%
 

obra_largo
Numeric

Distinct count1279
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.688224298
Minimum0
Maximum999
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.46
Q10.6
Median1.2
Q35
95-th percentile40
Maximum999
Range999
Interquartile range4.4

Descriptive statistics

Standard deviation20.25979864
Coef of variation2.635172681
Kurtosis248.1625455
Mean7.688224298
MAD9.504491521
Skewness9.902760235
Sum4680429.5
Variance410.4594408
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 3.0000e-02 7.0000e-02 1.3000e-01 1.9000e-01 ... 3.5200e+02 4.0750e+02 5.4425e+02 5.8410e+02 9.9900e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6 122572 20.1%
 
1 79621 13.1%
 
1.2 43801 7.2%
 
2 38086 6.3%
 
10 33399 5.5%
 
0.8 32089 5.3%
 
4 26927 4.4%
 
0.4 26793 4.4%
 
3 20463 3.4%
 
5 18395 3.0%
 
Other values (1269) 166633 27.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 744 0.1%
 
0.06 4 < 0.1%
 
0.08 23 < 0.1%
 
0.1 13 < 0.1%
 
0.12 12 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
999 8 < 0.1%
 
890 4 < 0.1%
 
885 2 < 0.1%
 
800 7 < 0.1%
 
750 9 < 0.1%
 

obra_profundidad
Numeric

Distinct count106
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8078796082
Minimum0
Maximum100
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.4
Q10.6
Median0.8
Q31
95-th percentile1.3
Maximum100
Range100
Interquartile range0.4

Descriptive statistics

Standard deviation0.7482315479
Coef of variation0.9261671421
Kurtosis4011.400118
Mean0.8078796082
MAD0.2559899908
Skewness49.29019135
Sum491820.14
Variance0.5598504492
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00e+00 1.00e-02 3.00e-02 4.50e-02 9.00e-02 ... 3.10e+01 3.35e+01 3.75e+01 7.75e+01 1.00e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6 169029 27.8%
 
0.8 113646 18.7%
 
1 111481 18.3%
 
0.4 59880 9.8%
 
1.2 37415 6.1%
 
0.7 20805 3.4%
 
1.1 18401 3.0%
 
0.65 15108 2.5%
 
1.3 13148 2.2%
 
2 10197 1.7%
 
Other values (96) 39669 6.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2484 0.4%
 
0.02 2 < 0.1%
 
0.04 19 < 0.1%
 
0.05 6 < 0.1%
 
0.08 11 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 2 < 0.1%
 
80 3 < 0.1%
 
75 4 < 0.1%
 
70 3 < 0.1%
 
60 10 < 0.1%
 

obra_superficie_m2
Numeric

Distinct count1968
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.797647591
Minimum0
Maximum21228
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.25
Q10.4784
Median1
Q34
95-th percentile21.2
Maximum21228
Range21228
Interquartile range3.5216

Descriptive statistics

Standard deviation133.1818959
Coef of variation19.59235075
Kurtosis14027.3112
Mean6.797647591
MAD8.981603946
Skewness109.3212681
Sum4138265.103
Variance17737.41738
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000000e+00 5.0000000e-03 3.8000000e-02 5.0000000e-02 7.0000000e-02 ... 7.0450000e+03 8.0898409e+03 1.3506057e+04 1.3552517e+04 2.1228000e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.36 101521 16.7%
 
1 69505 11.4%
 
4 33678 5.5%
 
1.2 21351 3.5%
 
2 20697 3.4%
 
0.96 19073 3.1%
 
0.8 18580 3.1%
 
0.72 18079 3.0%
 
0.48 17655 2.9%
 
2.4 17344 2.8%
 
Other values (1958) 271296 44.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1690 0.3%
 
0.01 2 < 0.1%
 
0.02 3 < 0.1%
 
0.036 4 < 0.1%
 
0.04 602 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21228 9 < 0.1%
 
13596.4 13 < 0.1%
 
13508.634 5 < 0.1%
 
13503.48 2 < 0.1%
 
12012.15 3 < 0.1%
 

obra_volumen_m3
Numeric

Distinct count2750
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean15.56101062
Minimum0
Maximum203946
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.128
Q10.36
Median1
Q32.94
95-th percentile16
Maximum203946
Range203946
Interquartile range2.58

Descriptive statistics

Standard deviation1281.773864
Coef of variation82.37086239
Kurtosis21018.89983
Mean15.56101062
MAD25.78658098
Skewness141.2477943
Sum9473216.482
Variance1642944.239
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 2.50000000e-03 7.20000000e-03 9.00000000e-03 1.10000000e-02 ... 6.50000000e+03 6.75000000e+03 1.72500000e+04 2.02590855e+05 2.03946000e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.216 71302 11.7%
 
1 61289 10.1%
 
0.432 32998 5.4%
 
0.64 17324 2.8%
 
2.6 13651 2.2%
 
4 13401 2.2%
 
0.72 12193 2.0%
 
1.92 11297 1.9%
 
0.064 10516 1.7%
 
0.96 10316 1.7%
 
Other values (2740) 354492 58.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3538 0.6%
 
0.005 2 < 0.1%
 
0.0064 3 < 0.1%
 
0.008 553 0.1%
 
0.01 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
203946 13 < 0.1%
 
202629.51 3 < 0.1%
 
202552.2 2 < 0.1%
 
149727.6 3 < 0.1%
 
118121.52 9 < 0.1%
 

output
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
328604
1
280175
ValueCountFrequency (%) 
0 328604 54.0%
 
1 280175 46.0%
 

resource_name
Categorical

Distinct count378
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Harilaos Belen
 
5673
Ballestero Daniela
 
5240
Vasconcellos Marcelo Ricardo
 
5100
Other values (375)
592766
ValueCountFrequency (%) 
Harilaos Belen 5673 0.9%
 
Ballestero Daniela 5240 0.9%
 
Vasconcellos Marcelo Ricardo 5100 0.8%
 
García Yanina 5005 0.8%
 
Yantorno Susana 4973 0.8%
 
Guillen Guido 4904 0.8%
 
SCARANTE 4722 0.8%
 
Bustos Sebastian 4665 0.8%
 
Carante Silvina 4629 0.8%
 
Astorga Axel Julian 4621 0.8%
 
Other values (368) 559247 91.9%
 
Max length34
Mean length14.12080082
Min length5
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

severidad
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)69.7%
Missing (n)424335
3
 
78806
2
 
74078
1
 
31560
(Missing)
424335
ValueCountFrequency (%) 
3 78806 12.9%
 
2 74078 12.2%
 
1 31560 5.2%
 
(Missing) 424335 69.7%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

status_usuario
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
REOK
231565
SERV
136970
VERI
129263
Other values (2)
110981
ValueCountFrequency (%) 
REOK 231565 38.0%
 
SERV 136970 22.5%
 
VERI 129263 21.2%
 
INEX 110110 18.1%
 
PLAN 871 0.1%
 
Max length4
Mean length4
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

tipo_obra
Constant

This variable is constant and should be ignored for analysis

Constant valueACERA

traveltime
Numeric

Distinct count492
Unique (%)0.1%
Missing (%)3.5%
Missing (n)21240
Infinite (%)0.0%
Infinite (n)0
Mean6.924905411
Minimum0
Maximum750
Zeros (%)18.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median3
Q36
95-th percentile23
Maximum750
Range750
Interquartile range5

Descriptive statistics

Standard deviation19.50357911
Coef of variation2.816439786
Kurtosis190.0229049
Mean6.924905411
MAD7.337992293
Skewness11.07029057
Sum4068652
Variance380.3895982
Memory size4.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 113739 18.7%
 
1 98602 16.2%
 
2 67341 11.1%
 
3 56479 9.3%
 
4 45829 7.5%
 
5 36424 6.0%
 
6 28498 4.7%
 
7 22115 3.6%
 
8 17368 2.9%
 
9 13313 2.2%
 
Other values (481) 87831 14.4%
 
(Missing) 21240 3.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 113739 18.7%
 
1 98602 16.2%
 
2 67341 11.1%
 
3 56479 9.3%
 
4 45829 7.5%
 

Maximum 5 values

ValueCountFrequency (%) 
750 1 < 0.1%
 
738 1 < 0.1%
 
693 1 < 0.1%
 
686 1 < 0.1%
 
680 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

activitynumberactivitywotypeapptnumberBARRIOclase_avisoCOMUNAdatedf_indexduracionempresa_con_normalizadaempresa_solicitante_normalizadafin_obragp_nuevogrupo_planificadorinicio_obralatitudelatitude_3longitudelongitude_3mobileactasecuestromobilec01mobilec02mobilec06mobilec07mobilec08mobilec09mobilec10mobilec11mobilec12mobilec13mobilec14mobilec15mobilec16mobilec17mobilec18mobilec20mobilec21mobilec22mobilec23mobilec24mobilec25mobilec26mobilec27mobilec28mobilec29mobilec30mobilec31mobilec32mobilec33mobilec34mobiledesnivelmobileseveridadno_realizadoobra_anchoobra_largoobra_profundidadobra_superficie_m2obra_volumen_m3outputresource_nameseveridadstatus_usuariotipo_obratraveltime
013.04.0150019832130RECOLETAEM2.02017-08-10 00:00:00+00:0053RADIOTRONICA SERV Y LOG SATELEFONICA ARGENTINA S.A.2017-08-10 00:00:00+00:00NaNCO2017-08-08 00:00:00+00:00-34.58810-34.588-58.39849-58.398NaNNaNNaNNaN1.0NaNNaNNaNNaNNaN1.01.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNCMRNaN1.01.21.01.21.20Bidegain Alejandro2.0VERIACERANaN
114.04.0150019832120RECOLETAEM2.02017-08-10 00:00:00+00:0063RADIOTRONICA SERV Y LOG SATELEFONICA ARGENTINA S.A.2017-08-10 00:00:00+00:00NaNCO2017-08-08 00:00:00+00:00-34.58810-34.588-58.39849-58.398NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.410.00.74.02.81Bidegain AlejandroNaNVERIACERANaN
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